IBM DataStage vs Keboola
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
IBM DataStage offers fewer features (20 vs 32) and fewer integrations (6 vs 14). Starting price: IBM DataStage at $1.75/mo vs Keboola at Free. IBM DataStage has 19 unique features while Keboola has 31 unique features, with 1 features in common.
| IBM DataStage | Keboola | |
|---|---|---|
| Category | Data Integration | Data Integration |
| Total Features | 20 | 32 |
| AI-Powered Features | 1 | 5 |
| Starting Price | $1.75/mo | Free |
| Pricing Tiers | 4 | 2 |
| Integrations | 6 | 14 |
| Shared Features | 1 | |
| Shared Integrations | 1 | |
| Data Quality | 70% | 85% |
Feature Comparison by Category
AI (1 vs 4)
| Feature | IBM DataStage | Keboola |
|---|---|---|
| AI Assistant (Data Agent) | ||
| AI Pipeline Assistant | ||
| FP&A / Controlling AI Team | ||
| Keboola MCP Server | ||
| MLflow Integration |
Analytics (0 vs 1)
| Feature | IBM DataStage | Keboola |
|---|---|---|
| Complete Visibility |
Automation (0 vs 3)
| Feature | IBM DataStage | Keboola |
|---|---|---|
| Automated Operations | ||
| Flow Builder | ||
| Workflow Orchestration |
Collaboration (0 vs 1)
| Feature | IBM DataStage | Keboola |
|---|---|---|
| Data Share |
Data Access (1 vs 0)
| Feature | IBM DataStage | Keboola |
|---|---|---|
| Virtualization Sources |
Data Processing (5 vs 0)
| Feature | IBM DataStage | Keboola |
|---|---|---|
| Batch Processing | ||
| Data Replication | ||
| Data Transformation | ||
| ETL/ELT Flexibility | ||
| Real-Time Streaming |
Data Quality (3 vs 0)
| Feature | IBM DataStage | Keboola |
|---|---|---|
| Data Cleansing and Enrichment | ||
| Data Quality Monitoring and Validation | ||
| IBM Address Verification Interface (AVI) |
DevOps (0 vs 1)
| Feature | IBM DataStage | Keboola |
|---|---|---|
| Dev/Prod Mode |
Developer Tools (1 vs 0)
| Feature | IBM DataStage | Keboola |
|---|---|---|
| Python SDK |
Finance (0 vs 2)
| Feature | IBM DataStage | Keboola |
|---|---|---|
| CoA Mapping | ||
| Financial Intelligence |
Governance (2 vs 5)
| Feature | IBM DataStage | Keboola |
|---|---|---|
| Data Catalog | ||
| Data Quality Controls | ||
| Enterprise Reliability | ||
| Governed Definitions | ||
| Governed Self-Service | ||
| Metadata Management | ||
| Observability and Lineage |
Infrastructure (4 vs 2)
| Feature | IBM DataStage | Keboola |
|---|---|---|
| Any Storage Backend | ||
| Automatic Load Balancing and Elastic Scaling | ||
| In-Place Upgrades and IBM Cloud Pak Services | ||
| Multi-Cloud Hosting | ||
| Multicloud and Hybrid Cloud Support | ||
| Remote Engine |
Integration (0 vs 4)
| Feature | IBM DataStage | Keboola |
|---|---|---|
| Change Data Capture (CDC) | ||
| Data Consolidation | ||
| Data Integration | ||
| Reverse-ETL |
Metadata (0 vs 1)
| Feature | IBM DataStage | Keboola |
|---|---|---|
| Active Metadata |
Performance (2 vs 0)
| Feature | IBM DataStage | Keboola |
|---|---|---|
| ELT Pushdown Compiler | ||
| Parallel Processing |
Reporting (0 vs 1)
| Feature | IBM DataStage | Keboola |
|---|---|---|
| Board-Ready Reporting |
Security (0 vs 3)
| Feature | IBM DataStage | Keboola |
|---|---|---|
| GDPR & HIPAA Compliance | ||
| SAML & SSO | ||
| SOC 2 Type II Compliance |
Support (0 vs 1)
| Feature | IBM DataStage | Keboola |
|---|---|---|
| Dedicated Technical Account Manager |
Templates (0 vs 1)
| Feature | IBM DataStage | Keboola |
|---|---|---|
| Data Applications / Workflow Templates |
Transformation (0 vs 2)
| Feature | IBM DataStage | Keboola |
|---|---|---|
| Data Transformation | ||
| Python & R Transformations |
User Experience (1 vs 0)
| Feature | IBM DataStage | Keboola |
|---|---|---|
| No-Code/Low-Code/Pro-Code Options |
Unique Features
Only in IBM DataStage (19)
AI Pipeline Assistant
Virtualization Sources
Batch Processing
Data Replication
ETL/ELT Flexibility
Real-Time Streaming
Data Cleansing and Enrichment
Data Quality Monitoring and Validation
IBM Address Verification Interface (AVI)
Python SDK
Metadata Management
Observability and Lineage
Automatic Load Balancing and Elastic Scaling
In-Place Upgrades and IBM Cloud Pak Services
Multicloud and Hybrid Cloud Support
Remote Engine
ELT Pushdown Compiler
Parallel Processing
No-Code/Low-Code/Pro-Code Options
Only in Keboola (31)
AI Assistant (Data Agent)
FP&A / Controlling AI Team
Keboola MCP Server
MLflow Integration
Complete Visibility
Automated Operations
Flow Builder
Workflow Orchestration
Data Share
Dev/Prod Mode
CoA Mapping
Financial Intelligence
Data Catalog
Data Quality Controls
Enterprise Reliability
Governed Definitions
Governed Self-Service
Any Storage Backend
Multi-Cloud Hosting
Change Data Capture (CDC)
+ 11 more unique features
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